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07/13/2023
DIALGEN: Collaborative Human-LM Generated Dialogues for Improved Understanding of Human-Human Conversations
Applications that could benefit from automatic understanding of human-hu...
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06/02/2023
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training
Language models (LMs) often exhibit undesirable text generation behavior...
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11/15/2022
PromptCap: Prompt-Guided Task-Aware Image Captioning
Image captioning aims to describe an image with a natural language sente...
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10/14/2022
Transparency Helps Reveal When Language Models Learn Meaning
Many current NLP systems are built from language models trained to optim...
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09/02/2022
Elaboration-Generating Commonsense Question Answering at Scale
In question answering requiring common sense, language models (e.g., GPT...
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06/30/2021
On the Power of Saturated Transformers: A View from Circuit Complexity
Transformers have become a standard architecture for many NLP problems. ...
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05/07/2021
On-the-Fly Controlled Text Generation with Experts and Anti-Experts
Despite recent advances in natural language generation, it remains chall...
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05/07/2021
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers
Readers of academic research papers often read with the goal of answerin...
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01/17/2021
GENIE: A Leaderboard for Human-in-the-Loop Evaluation of Text Generation
Leaderboards have eased model development for many NLP datasets by stand...
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10/06/2020
The Multilingual Amazon Reviews Corpus
We present the Multilingual Amazon Reviews Corpus (MARC), a large-scale ...
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05/13/2020
A Mixture of h-1 Heads is Better than h Heads
Multi-head attentive neural architectures have achieved state-of-the-art...
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04/18/2020
A Formal Hierarchy of RNN Architectures
We develop a formal hierarchy of the expressive capacity of RNN architec...
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02/02/2020
Citation Text Generation
We introduce the task of citation text generation: given a pair of scien...
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11/10/2019
Social Bias Frames: Reasoning about Social and Power Implications of Language
Language has the power to reinforce stereotypes and project social biase...
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08/16/2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning
Machine comprehension of texts longer than a single sentence often requi...
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07/22/2019
Green AI
The computations required for deep learning research have been doubling ...
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05/17/2018
Event2Mind: Commonsense Inference on Events, Intents, and Reactions
We investigate a new commonsense inference task: given an event describe...
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06/06/2017
